Overview
Brought to you by YData
Dataset statistics
| Number of variables | 13 |
|---|---|
| Number of observations | 299 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 30.5 KiB |
| Average record size in memory | 104.4 B |
Variable types
| Numeric | 7 |
|---|---|
| Categorical | 6 |
DEATH_EVENT is highly overall correlated with time | High correlation |
time is highly overall correlated with DEATH_EVENT | High correlation |
Reproduction
| Analysis started | 2025-07-18 10:37:18.940379 |
|---|---|
| Analysis finished | 2025-07-18 10:37:30.586840 |
| Duration | 11.65 seconds |
| Software version | ydata-profiling vv4.16.1 |
| Download configuration | config.json |
Variables
age
Real number (ℝ)
| Distinct | 47 |
|---|---|
| Distinct (%) | 15.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 60.833893 |
| Minimum | 40 |
|---|---|
| Maximum | 95 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.5 KiB |
Quantile statistics
| Minimum | 40 |
|---|---|
| 5-th percentile | 42.9 |
| Q1 | 51 |
| median | 60 |
| Q3 | 70 |
| 95-th percentile | 82 |
| Maximum | 95 |
| Range | 55 |
| Interquartile range (IQR) | 19 |
Descriptive statistics
| Standard deviation | 11.894809 |
|---|---|
| Coefficient of variation (CV) | 0.19552931 |
| Kurtosis | -0.18487053 |
| Mean | 60.833893 |
| Median Absolute Deviation (MAD) | 10 |
| Skewness | 0.42306191 |
| Sum | 18189.334 |
| Variance | 141.48648 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 60 | 33 | 11.0% |
| 50 | 27 | 9.0% |
| 65 | 26 | 8.7% |
| 70 | 25 | 8.4% |
| 45 | 19 | 6.4% |
| 55 | 17 | 5.7% |
| 75 | 11 | 3.7% |
| 53 | 10 | 3.3% |
| 58 | 10 | 3.3% |
| 63 | 8 | 2.7% |
| Other values (37) | 113 |
| Value | Count | Frequency (%) |
| 40 | 7 | 2.3% |
| 41 | 1 | 0.3% |
| 42 | 7 | 2.3% |
| 43 | 1 | 0.3% |
| 44 | 2 | 0.7% |
| 45 | 19 | |
| 46 | 3 | 1.0% |
| 47 | 1 | 0.3% |
| 48 | 2 | 0.7% |
| 49 | 4 | 1.3% |
| Value | Count | Frequency (%) |
| 95 | 2 | 0.7% |
| 94 | 1 | 0.3% |
| 90 | 3 | |
| 87 | 1 | 0.3% |
| 86 | 1 | 0.3% |
| 85 | 6 | |
| 82 | 3 | |
| 81 | 1 | 0.3% |
| 80 | 7 | |
| 79 | 1 | 0.3% |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 1 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 170 | |
| 1 | 129 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 170 | |
| 1 | 129 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 170 | |
| 1 | 129 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 299 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 170 | |
| 1 | 129 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 299 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 170 | |
| 1 | 129 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 299 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 170 | |
| 1 | 129 |
creatinine_phosphokinase
Real number (ℝ)
| Distinct | 208 |
|---|---|
| Distinct (%) | 69.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 581.83946 |
| Minimum | 23 |
|---|---|
| Maximum | 7861 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.5 KiB |
Quantile statistics
| Minimum | 23 |
|---|---|
| 5-th percentile | 59 |
| Q1 | 116.5 |
| median | 250 |
| Q3 | 582 |
| 95-th percentile | 2263 |
| Maximum | 7861 |
| Range | 7838 |
| Interquartile range (IQR) | 465.5 |
Descriptive statistics
| Standard deviation | 970.28788 |
|---|---|
| Coefficient of variation (CV) | 1.6676213 |
| Kurtosis | 25.149046 |
| Mean | 581.83946 |
| Median Absolute Deviation (MAD) | 182 |
| Skewness | 4.4631101 |
| Sum | 173970 |
| Variance | 941458.57 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 582 | 47 | 15.7% |
| 66 | 4 | 1.3% |
| 129 | 4 | 1.3% |
| 231 | 3 | 1.0% |
| 69 | 3 | 1.0% |
| 68 | 3 | 1.0% |
| 84 | 3 | 1.0% |
| 115 | 3 | 1.0% |
| 59 | 3 | 1.0% |
| 60 | 3 | 1.0% |
| Other values (198) | 223 |
| Value | Count | Frequency (%) |
| 23 | 1 | 0.3% |
| 30 | 1 | 0.3% |
| 47 | 3 | |
| 52 | 1 | 0.3% |
| 53 | 1 | 0.3% |
| 54 | 1 | 0.3% |
| 55 | 1 | 0.3% |
| 56 | 2 | |
| 57 | 1 | 0.3% |
| 58 | 1 | 0.3% |
| Value | Count | Frequency (%) |
| 7861 | 1 | |
| 7702 | 1 | |
| 5882 | 1 | |
| 5209 | 1 | |
| 4540 | 1 | |
| 3966 | 1 | |
| 3964 | 1 | |
| 2794 | 1 | |
| 2695 | 1 | |
| 2656 | 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 174 | |
| 1 | 125 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 174 | |
| 1 | 125 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 174 | |
| 1 | 125 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 299 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 174 | |
| 1 | 125 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 299 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 174 | |
| 1 | 125 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 299 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 174 | |
| 1 | 125 |
ejection_fraction
Real number (ℝ)
| Distinct | 17 |
|---|---|
| Distinct (%) | 5.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 38.083612 |
| Minimum | 14 |
|---|---|
| Maximum | 80 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.5 KiB |
Quantile statistics
| Minimum | 14 |
|---|---|
| 5-th percentile | 20 |
| Q1 | 30 |
| median | 38 |
| Q3 | 45 |
| 95-th percentile | 60 |
| Maximum | 80 |
| Range | 66 |
| Interquartile range (IQR) | 15 |
Descriptive statistics
| Standard deviation | 11.834841 |
|---|---|
| Coefficient of variation (CV) | 0.31075941 |
| Kurtosis | 0.04140936 |
| Mean | 38.083612 |
| Median Absolute Deviation (MAD) | 8 |
| Skewness | 0.55538275 |
| Sum | 11387 |
| Variance | 140.06346 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 35 | 49 | |
| 38 | 40 | |
| 40 | 37 | |
| 25 | 36 | |
| 30 | 34 | |
| 60 | 31 | |
| 50 | 21 | |
| 45 | 20 | |
| 20 | 18 | 6.0% |
| 55 | 3 | 1.0% |
| Other values (7) | 10 | 3.3% |
| Value | Count | Frequency (%) |
| 14 | 1 | 0.3% |
| 15 | 2 | 0.7% |
| 17 | 2 | 0.7% |
| 20 | 18 | 6.0% |
| 25 | 36 | |
| 30 | 34 | |
| 35 | 49 | |
| 38 | 40 | |
| 40 | 37 | |
| 45 | 20 |
| Value | Count | Frequency (%) |
| 80 | 1 | 0.3% |
| 70 | 1 | 0.3% |
| 65 | 1 | 0.3% |
| 62 | 2 | 0.7% |
| 60 | 31 | |
| 55 | 3 | 1.0% |
| 50 | 21 | |
| 45 | 20 | |
| 40 | 37 | |
| 38 | 40 |
high_blood_pressure
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.5 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 194 | |
| 1 | 105 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 194 | |
| 1 | 105 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 194 | |
| 1 | 105 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 299 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 194 | |
| 1 | 105 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 299 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 194 | |
| 1 | 105 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 299 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 194 | |
| 1 | 105 |
platelets
Real number (ℝ)
| Distinct | 176 |
|---|---|
| Distinct (%) | 58.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 263358.03 |
| Minimum | 25100 |
|---|---|
| Maximum | 850000 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.5 KiB |
Quantile statistics
| Minimum | 25100 |
|---|---|
| 5-th percentile | 131800 |
| Q1 | 212500 |
| median | 262000 |
| Q3 | 303500 |
| 95-th percentile | 422500 |
| Maximum | 850000 |
| Range | 824900 |
| Interquartile range (IQR) | 91000 |
Descriptive statistics
| Standard deviation | 97804.237 |
|---|---|
| Coefficient of variation (CV) | 0.37137367 |
| Kurtosis | 6.2092545 |
| Mean | 263358.03 |
| Median Absolute Deviation (MAD) | 44000 |
| Skewness | 1.4623208 |
| Sum | 78744051 |
| Variance | 9.5656687 × 109 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 263358.03 | 25 | 8.4% |
| 221000 | 4 | 1.3% |
| 279000 | 4 | 1.3% |
| 271000 | 4 | 1.3% |
| 305000 | 4 | 1.3% |
| 226000 | 4 | 1.3% |
| 228000 | 4 | 1.3% |
| 235000 | 4 | 1.3% |
| 237000 | 4 | 1.3% |
| 255000 | 4 | 1.3% |
| Other values (166) | 238 |
| Value | Count | Frequency (%) |
| 25100 | 1 | |
| 47000 | 1 | |
| 51000 | 1 | |
| 62000 | 1 | |
| 70000 | 1 | |
| 73000 | 1 | |
| 75000 | 1 | |
| 87000 | 1 | |
| 105000 | 1 | |
| 119000 | 1 |
| Value | Count | Frequency (%) |
| 850000 | 1 | |
| 742000 | 1 | |
| 621000 | 1 | |
| 543000 | 1 | |
| 533000 | 1 | |
| 507000 | 1 | |
| 504000 | 1 | |
| 497000 | 1 | |
| 481000 | 1 | |
| 461000 | 1 |
serum_creatinine
Real number (ℝ)
| Distinct | 40 |
|---|---|
| Distinct (%) | 13.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.3938796 |
| Minimum | 0.5 |
|---|---|
| Maximum | 9.4 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.5 KiB |
Quantile statistics
| Minimum | 0.5 |
|---|---|
| 5-th percentile | 0.7 |
| Q1 | 0.9 |
| median | 1.1 |
| Q3 | 1.4 |
| 95-th percentile | 3 |
| Maximum | 9.4 |
| Range | 8.9 |
| Interquartile range (IQR) | 0.5 |
Descriptive statistics
| Standard deviation | 1.0345101 |
|---|---|
| Coefficient of variation (CV) | 0.74218036 |
| Kurtosis | 25.828239 |
| Mean | 1.3938796 |
| Median Absolute Deviation (MAD) | 0.2 |
| Skewness | 4.4559959 |
| Sum | 416.77 |
| Variance | 1.0702111 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 50 | |
| 1.1 | 32 | |
| 0.9 | 32 | |
| 1.2 | 24 | 8.0% |
| 0.8 | 24 | 8.0% |
| 1.3 | 20 | 6.7% |
| 0.7 | 19 | 6.4% |
| 1.18 | 11 | 3.7% |
| 1.4 | 9 | 3.0% |
| 1.7 | 9 | 3.0% |
| Other values (30) | 69 |
| Value | Count | Frequency (%) |
| 0.5 | 1 | 0.3% |
| 0.6 | 4 | 1.3% |
| 0.7 | 19 | 6.4% |
| 0.75 | 1 | 0.3% |
| 0.8 | 24 | |
| 0.9 | 32 | |
| 1 | 50 | |
| 1.1 | 32 | |
| 1.18 | 11 | 3.7% |
| 1.2 | 24 |
| Value | Count | Frequency (%) |
| 9.4 | 1 | |
| 9 | 1 | |
| 6.8 | 1 | |
| 6.1 | 1 | |
| 5.8 | 1 | |
| 5 | 1 | |
| 4.4 | 1 | |
| 4 | 1 | |
| 3.8 | 1 | |
| 3.7 | 1 |
serum_sodium
Real number (ℝ)
| Distinct | 27 |
|---|---|
| Distinct (%) | 9.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 136.62542 |
| Minimum | 113 |
|---|---|
| Maximum | 148 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.5 KiB |
Quantile statistics
| Minimum | 113 |
|---|---|
| 5-th percentile | 130 |
| Q1 | 134 |
| median | 137 |
| Q3 | 140 |
| 95-th percentile | 144 |
| Maximum | 148 |
| Range | 35 |
| Interquartile range (IQR) | 6 |
Descriptive statistics
| Standard deviation | 4.4124773 |
|---|---|
| Coefficient of variation (CV) | 0.032296167 |
| Kurtosis | 4.119712 |
| Mean | 136.62542 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | -1.048136 |
| Sum | 40851 |
| Variance | 19.469956 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 136 | 40 | |
| 137 | 38 | |
| 140 | 35 | |
| 134 | 32 | |
| 138 | 23 | |
| 139 | 22 | 7.4% |
| 135 | 16 | 5.4% |
| 132 | 14 | 4.7% |
| 141 | 12 | 4.0% |
| 142 | 11 | 3.7% |
| Other values (17) | 56 |
| Value | Count | Frequency (%) |
| 113 | 1 | 0.3% |
| 116 | 1 | 0.3% |
| 121 | 1 | 0.3% |
| 124 | 1 | 0.3% |
| 125 | 1 | 0.3% |
| 126 | 1 | 0.3% |
| 127 | 3 | 1.0% |
| 128 | 2 | 0.7% |
| 129 | 2 | 0.7% |
| 130 | 9 |
| Value | Count | Frequency (%) |
| 148 | 1 | 0.3% |
| 146 | 1 | 0.3% |
| 145 | 9 | 3.0% |
| 144 | 5 | 1.7% |
| 143 | 3 | 1.0% |
| 142 | 11 | 3.7% |
| 141 | 12 | 4.0% |
| 140 | 35 | |
| 139 | 22 | |
| 138 | 23 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 1 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 194 | |
| 0 | 105 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 194 | |
| 0 | 105 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 194 | |
| 0 | 105 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 299 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 1 | 194 | |
| 0 | 105 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 299 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 1 | 194 | |
| 0 | 105 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 299 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 1 | 194 | |
| 0 | 105 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 1 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 203 | |
| 1 | 96 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 203 | |
| 1 | 96 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 203 | |
| 1 | 96 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 299 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 203 | |
| 1 | 96 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 299 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 203 | |
| 1 | 96 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 299 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 203 | |
| 1 | 96 |
time
Real number (ℝ)
High correlation 
| Distinct | 148 |
|---|---|
| Distinct (%) | 49.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 130.26087 |
| Minimum | 4 |
|---|---|
| Maximum | 285 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.5 KiB |
Quantile statistics
| Minimum | 4 |
|---|---|
| 5-th percentile | 12.9 |
| Q1 | 73 |
| median | 115 |
| Q3 | 203 |
| 95-th percentile | 250 |
| Maximum | 285 |
| Range | 281 |
| Interquartile range (IQR) | 130 |
Descriptive statistics
| Standard deviation | 77.614208 |
|---|---|
| Coefficient of variation (CV) | 0.59583671 |
| Kurtosis | -1.212048 |
| Mean | 130.26087 |
| Median Absolute Deviation (MAD) | 71 |
| Skewness | 0.12780265 |
| Sum | 38948 |
| Variance | 6023.9653 |
| Monotonicity | Increasing |
| Value | Count | Frequency (%) |
| 250 | 7 | 2.3% |
| 187 | 7 | 2.3% |
| 10 | 6 | 2.0% |
| 186 | 6 | 2.0% |
| 107 | 6 | 2.0% |
| 30 | 5 | 1.7% |
| 209 | 5 | 1.7% |
| 244 | 5 | 1.7% |
| 95 | 5 | 1.7% |
| 214 | 5 | 1.7% |
| Other values (138) | 242 |
| Value | Count | Frequency (%) |
| 4 | 1 | 0.3% |
| 6 | 1 | 0.3% |
| 7 | 2 | 0.7% |
| 8 | 2 | 0.7% |
| 10 | 6 | |
| 11 | 2 | 0.7% |
| 12 | 1 | 0.3% |
| 13 | 1 | 0.3% |
| 14 | 2 | 0.7% |
| 15 | 2 | 0.7% |
| Value | Count | Frequency (%) |
| 285 | 1 | 0.3% |
| 280 | 1 | 0.3% |
| 278 | 1 | 0.3% |
| 271 | 1 | 0.3% |
| 270 | 2 | 0.7% |
| 258 | 2 | 0.7% |
| 257 | 1 | 0.3% |
| 256 | 2 | 0.7% |
| 250 | 7 | |
| 247 | 1 | 0.3% |
DEATH_EVENT
Categorical
High correlation 
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.5 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 1 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 203 | |
| 1 | 96 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 203 | |
| 1 | 96 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 203 | |
| 1 | 96 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 299 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 203 | |
| 1 | 96 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 299 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 203 | |
| 1 | 96 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 299 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 203 | |
| 1 | 96 |
Interactions
Correlations
| DEATH_EVENT | age | anaemia | creatinine_phosphokinase | diabetes | ejection_fraction | high_blood_pressure | platelets | serum_creatinine | serum_sodium | sex | smoking | time | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| DEATH_EVENT | 1.000 | 0.270 | 0.011 | 0.075 | 0.000 | 0.392 | 0.043 | 0.000 | 0.328 | 0.213 | 0.000 | 0.000 | 0.601 |
| age | 0.270 | 1.000 | 0.139 | -0.093 | 0.174 | 0.074 | 0.166 | -0.052 | 0.271 | -0.102 | 0.084 | 0.000 | -0.198 |
| anaemia | 0.011 | 0.139 | 1.000 | 0.057 | 0.000 | 0.076 | 0.000 | 0.000 | 0.061 | 0.000 | 0.066 | 0.082 | 0.050 |
| creatinine_phosphokinase | 0.075 | -0.093 | 0.057 | 1.000 | 0.000 | -0.068 | 0.000 | 0.060 | -0.050 | 0.017 | 0.000 | 0.057 | 0.126 |
| diabetes | 0.000 | 0.174 | 0.000 | 0.000 | 1.000 | 0.000 | 0.000 | 0.073 | 0.000 | 0.109 | 0.139 | 0.128 | 0.000 |
| ejection_fraction | 0.392 | 0.074 | 0.076 | -0.068 | 0.000 | 1.000 | 0.000 | 0.054 | -0.178 | 0.162 | 0.133 | 0.000 | 0.071 |
| high_blood_pressure | 0.043 | 0.166 | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 | 0.121 | 0.072 | 0.000 | 0.078 | 0.000 | 0.223 |
| platelets | 0.000 | -0.052 | 0.000 | 0.060 | 0.073 | 0.054 | 0.121 | 1.000 | -0.051 | 0.049 | 0.171 | 0.026 | -0.007 |
| serum_creatinine | 0.328 | 0.271 | 0.061 | -0.050 | 0.000 | -0.178 | 0.072 | -0.051 | 1.000 | -0.300 | 0.000 | 0.000 | -0.161 |
| serum_sodium | 0.213 | -0.102 | 0.000 | 0.017 | 0.109 | 0.162 | 0.000 | 0.049 | -0.300 | 1.000 | 0.085 | 0.000 | 0.086 |
| sex | 0.000 | 0.084 | 0.066 | 0.000 | 0.139 | 0.133 | 0.078 | 0.171 | 0.000 | 0.085 | 1.000 | 0.435 | 0.000 |
| smoking | 0.000 | 0.000 | 0.082 | 0.057 | 0.128 | 0.000 | 0.000 | 0.026 | 0.000 | 0.000 | 0.435 | 1.000 | 0.070 |
| time | 0.601 | -0.198 | 0.050 | 0.126 | 0.000 | 0.071 | 0.223 | -0.007 | -0.161 | 0.086 | 0.000 | 0.070 | 1.000 |
Missing values
Sample
| age | anaemia | creatinine_phosphokinase | diabetes | ejection_fraction | high_blood_pressure | platelets | serum_creatinine | serum_sodium | sex | smoking | time | DEATH_EVENT | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 75.0 | 0 | 582 | 0 | 20 | 1 | 265000.00 | 1.9 | 130 | 1 | 0 | 4 | 1 |
| 1 | 55.0 | 0 | 7861 | 0 | 38 | 0 | 263358.03 | 1.1 | 136 | 1 | 0 | 6 | 1 |
| 2 | 65.0 | 0 | 146 | 0 | 20 | 0 | 162000.00 | 1.3 | 129 | 1 | 1 | 7 | 1 |
| 3 | 50.0 | 1 | 111 | 0 | 20 | 0 | 210000.00 | 1.9 | 137 | 1 | 0 | 7 | 1 |
| 4 | 65.0 | 1 | 160 | 1 | 20 | 0 | 327000.00 | 2.7 | 116 | 0 | 0 | 8 | 1 |
| 5 | 90.0 | 1 | 47 | 0 | 40 | 1 | 204000.00 | 2.1 | 132 | 1 | 1 | 8 | 1 |
| 6 | 75.0 | 1 | 246 | 0 | 15 | 0 | 127000.00 | 1.2 | 137 | 1 | 0 | 10 | 1 |
| 7 | 60.0 | 1 | 315 | 1 | 60 | 0 | 454000.00 | 1.1 | 131 | 1 | 1 | 10 | 1 |
| 8 | 65.0 | 0 | 157 | 0 | 65 | 0 | 263358.03 | 1.5 | 138 | 0 | 0 | 10 | 1 |
| 9 | 80.0 | 1 | 123 | 0 | 35 | 1 | 388000.00 | 9.4 | 133 | 1 | 1 | 10 | 1 |
| age | anaemia | creatinine_phosphokinase | diabetes | ejection_fraction | high_blood_pressure | platelets | serum_creatinine | serum_sodium | sex | smoking | time | DEATH_EVENT | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 289 | 90.0 | 1 | 337 | 0 | 38 | 0 | 390000.0 | 0.9 | 144 | 0 | 0 | 256 | 0 |
| 290 | 45.0 | 0 | 615 | 1 | 55 | 0 | 222000.0 | 0.8 | 141 | 0 | 0 | 257 | 0 |
| 291 | 60.0 | 0 | 320 | 0 | 35 | 0 | 133000.0 | 1.4 | 139 | 1 | 0 | 258 | 0 |
| 292 | 52.0 | 0 | 190 | 1 | 38 | 0 | 382000.0 | 1.0 | 140 | 1 | 1 | 258 | 0 |
| 293 | 63.0 | 1 | 103 | 1 | 35 | 0 | 179000.0 | 0.9 | 136 | 1 | 1 | 270 | 0 |
| 294 | 62.0 | 0 | 61 | 1 | 38 | 1 | 155000.0 | 1.1 | 143 | 1 | 1 | 270 | 0 |
| 295 | 55.0 | 0 | 1820 | 0 | 38 | 0 | 270000.0 | 1.2 | 139 | 0 | 0 | 271 | 0 |
| 296 | 45.0 | 0 | 2060 | 1 | 60 | 0 | 742000.0 | 0.8 | 138 | 0 | 0 | 278 | 0 |
| 297 | 45.0 | 0 | 2413 | 0 | 38 | 0 | 140000.0 | 1.4 | 140 | 1 | 1 | 280 | 0 |
| 298 | 50.0 | 0 | 196 | 0 | 45 | 0 | 395000.0 | 1.6 | 136 | 1 | 1 | 285 | 0 |